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Automatic singing detection and singing phoneme recognition are two MIR research topics that have gained a lot of attention the last years. The first approaches borrowed successful techniques widely used in Automatic Speech Recognition (ASR) as speech and singing share similar acoustical features since they are produced by the same apparatus. Moving from monophonic to polyphonic audio signals the problem becomes more complex as the background instrumental accompaniment is regarded as a noisedoi:10.5281/zenodo.3744709 fatcat:bxl33cpakfevbeirbnq46xhtqe